Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-10 1.497742 1.879568 2.396403 3.180432 4.408531 6.405048 10.305028
2025-08-17 1.060247 1.471257 2.129151 3.381196 6.109785 13.504527 52.417103
2025-08-24 0.825066 1.209829 1.888309 3.382761 7.569559 26.656931 1345.877397
2025-08-31 0.670689 1.016281 1.663018 3.231637 8.532212 49.206936 NaN
2025-09-07 0.593198 0.929634 1.599841 3.409769 11.149497 171.134288 NaN
2025-09-14 0.525157 0.842083 1.501499 3.428539 13.447439 1101.830308 NaN
2025-09-21 0.465620 0.757957 1.384149 3.317168 14.988773 NaN NaN
2025-09-28 0.421227 0.695384 1.298937 3.263998 17.168807 NaN NaN
2025-10-05 0.403813 0.683628 1.331173 3.664755 27.060551 NaN NaN
2025-10-12 0.381276 0.657001 1.318324 3.891204 39.303826 NaN NaN
2025-10-19 0.354148 0.616301 1.257884 3.868078 48.400322 NaN NaN
2025-10-26 0.326598 0.571166 1.175817 3.692851 52.159198 NaN NaN
2025-11-02 0.309246 0.547238 1.150221 3.806518 75.552280 NaN NaN
2025-11-09 0.296522 0.532153 1.147059 4.054761 138.267399 NaN NaN
2025-11-16 0.279980 0.506207 1.105945 4.054629 202.443969 NaN NaN
2025-11-23 0.261610 0.474085 1.040132 3.857671 221.162054 NaN NaN
2025-11-30 0.252743 0.463341 1.038482 4.089504 594.053388 NaN NaN
2025-12-07 0.241257 0.445097 1.009482 4.114023 1359.547513 NaN NaN
2025-12-14 0.228338 0.422221 0.961696 3.968753 1971.484052 NaN NaN
2025-12-21 0.217675 0.403940 0.926265 3.899621 4666.946115 NaN NaN
2025-12-28 0.215503 0.406161 0.959377 4.424182 NaN NaN NaN
2026-01-04 0.210256 0.400173 0.963417 4.724080 NaN NaN NaN
2026-01-11 0.201984 0.385799 0.935315 4.693339 NaN NaN NaN